Basic Statistics

Raw Counts

Name Value
Rows 873
Columns 70
Discrete columns 43
Continuous columns 27
All missing columns 0
Missing observations 14,828
Complete Rows 0
Total observations 61,110
Memory allocation 640.1 Kb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 9 columns ignored with more than 50 categories.
## start_date: 871 categories
## end_date: 869 categories
## ip_address: 323 categories
## response_id: 873 categories
## self_expenses_desc: 519 categories
## self_alt_career_desc: 206 categories
## employee_expenses_desc: 80 categories
## employee_alt_career_desc: 54 categories
## company_expenses_desc: 88 categories

QQ Plot

Correlation Analysis

## Insufficient complete rows! Skipping correlation analysis.

Principal Component Analysis

## Insufficient complete rows! Skipping principal component analysis.